Santosh Kumar, S. Singh, Tanima Dutta, Hari Prabhat Gupta
{"title":"Poster: A Real-time Cattle Recognition System using Wireless Multimedia Networks","authors":"Santosh Kumar, S. Singh, Tanima Dutta, Hari Prabhat Gupta","doi":"10.1145/2938559.2948871","DOIUrl":null,"url":null,"abstract":"In this paper, we propose a cattle recognition system using wireless multimedia networks. The images are captured and transferred them to the server using Wi-Fi technology. The system performs image pre-processing on the muzzle point image of cattle to mitigate and filter the noise. The system uses support vector machine to classify the extracted feature of the muzzle images of cattle. We use a similarity score measurement for matching the muzzle points with the database. We also developed a prototype for evaluating the accuracy of the system.","PeriodicalId":298684,"journal":{"name":"MobiSys '16 Companion","volume":"64 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"MobiSys '16 Companion","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2938559.2948871","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 12
Abstract
In this paper, we propose a cattle recognition system using wireless multimedia networks. The images are captured and transferred them to the server using Wi-Fi technology. The system performs image pre-processing on the muzzle point image of cattle to mitigate and filter the noise. The system uses support vector machine to classify the extracted feature of the muzzle images of cattle. We use a similarity score measurement for matching the muzzle points with the database. We also developed a prototype for evaluating the accuracy of the system.